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Volumn 4668 LNCS, Issue PART 1, 2007, Pages 471-479

The introduction of time-scales in reservoir computing, applied to isolated digits recognition

Author keywords

[No Author keywords available]

Indexed keywords

MULTILAYER NEURAL NETWORKS; PATTERN RECOGNITION; TIME MEASUREMENT;

EID: 38149062901     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74690-4_48     Document Type: Conference Paper
Times cited : (45)

References (8)
  • 1
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    • Constructing deterministic finite-state automata in sparse recurrent neural networks
    • Piscataway, NJ, pp, IEEE Computer Society Press, Los Alamitos
    • Omlin, C.W., Giles, C.L.: Constructing deterministic finite-state automata in sparse recurrent neural networks. In: IEEE International Conference on Neural Networks (ICNN'94), Piscataway, NJ, pp. 1732-1737. IEEE Computer Society Press, Los Alamitos (1994)
    • (1994) IEEE International Conference on Neural Networks (ICNN'94) , pp. 1732-1737
    • Omlin, C.W.1    Giles, C.L.2
  • 2
    • 0001713459 scopus 로고    scopus 로고
    • The dynamic universality of sigmoidal neural networks
    • Kilian, J., Siegelmann, H.T.: The dynamic universality of sigmoidal neural networks. Information and Computation 128, 48-56 (1996)
    • (1996) Information and Computation , vol.128 , pp. 48-56
    • Kilian, J.1    Siegelmann, H.T.2
  • 3
    • 9144232147 scopus 로고    scopus 로고
    • Perspectives on learning with recurrent neural networks
    • Hammer, B., Steil, J.J.: Perspectives on learning with recurrent neural networks. In: Proceedings of ESANN (2002)
    • (2002) Proceedings of ESANN
    • Hammer, B.1    Steil, J.J.2
  • 4
    • 0036834701 scopus 로고    scopus 로고
    • Real-time computing without stable states: A new framework for neural computation based on perturbations
    • Maass, W., Natschläger, T., Markram, H.: Real-time computing without stable states: A new framework for neural computation based on perturbations. Neural computation 14(11), 2531-2560 (2002)
    • (2002) Neural computation , vol.14 , Issue.11 , pp. 2531-2560
    • Maass, W.1    Natschläger, T.2    Markram, H.3
  • 5
    • 1842488370 scopus 로고    scopus 로고
    • Short term memory in echo state networks
    • German National Research Center for Information Technology
    • Jaeger, H.: Short term memory in echo state networks. Technical Report GMD Report 152, German National Research Center for Information Technology (2001)
    • (2001) Technical Report GMD Report , vol.152
    • Jaeger, H.1
  • 6
    • 34249938474 scopus 로고    scopus 로고
    • Optimization and applications of echo state networks with leaky integrator neurons
    • to appear
    • Jaeger, H., Lukosevicius, M., Popovici, D.: Optimization and applications of echo state networks with leaky integrator neurons. Neural Networks (to appear, 2007)
    • (2007) Neural Networks
    • Jaeger, H.1    Lukosevicius, M.2    Popovici, D.3
  • 8
    • 79251542316 scopus 로고
    • A computational model of filtering, detection and compression in the cochlea
    • IEEE Computer Society Press, Los Alamitos
    • Lyon, R.: A computational model of filtering, detection and compression in the cochlea. In: Proceedings of the IEEE ICASSP, pp. 1282-1285. IEEE Computer Society Press, Los Alamitos (1982)
    • (1982) Proceedings of the IEEE ICASSP , pp. 1282-1285
    • Lyon, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.